diff --git a/docs/models/pooling_models/classify.md b/docs/models/pooling_models/classify.md
index 1247bb4a0bbc..69a6fe75d374 100644
--- a/docs/models/pooling_models/classify.md
+++ b/docs/models/pooling_models/classify.md
@@ -89,7 +89,7 @@ probs = output.outputs.probs
 print(f"Class Probabilities: {probs!r} (size={len(probs)})")
 ```
 
-A code example can be found here: [examples/offline_inference/basic/classify.py](../../../examples/basic/offline_inference/classify.py)
+A code example can be found here: [examples/basic/offline_inference/classify.py](../../../examples/basic/offline_inference/classify.py)
 
 ### `LLM.encode`
 
diff --git a/docs/models/pooling_models/embed.md b/docs/models/pooling_models/embed.md
index d1f70dba7a63..8b3632a9f33c 100644
--- a/docs/models/pooling_models/embed.md
+++ b/docs/models/pooling_models/embed.md
@@ -125,7 +125,7 @@ embeds = output.outputs.embedding
 print(f"Embeddings: {embeds!r} (size={len(embeds)})")
 ```
 
-A code example can be found here: [examples/offline_inference/basic/embed.py](../../../examples/basic/offline_inference/embed.py)
+A code example can be found here: [examples/basic/offline_inference/embed.py](../../../examples/basic/offline_inference/embed.py)
 
 ### `LLM.encode`